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Berker Peköz

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#machine learning Open access Sep 2026

Deep Learning-Based Detection of Electrical Faults and Power Quality Disturbances in Aerospace Power Systems

This work presents a hardware-aware deep learning framework for multiclass detection of electrical faults and power quality disturbances in a 400 Hz aerospace power system, establishing simulation-based, accelerator-level feasibility for embedded edge AI in aircraft electrical health monitoring and motivating future en...

Ian Guzmán, R. Babiceanu, Berker Peköz · 0 citations

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